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Notes on practical AI

Ideas, methods, and engineering notes for building better AI systems

Thoughtful updates on applied AI, decision systems, and real-world techniques

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SaaS development example

AI-powered job search automation

A production SaaS: it scans LinkedIn and Indeed, scores each posting against the user’s profile.

Job Search

Starting search…
LinkedIn Indeed
Score Role Via Apply
AI Job Search Automation
AI Job Search Automation Opens on YouTube ↗
To do
JobPilot task orchestrator walkthrough
JobPilot task orchestrator walkthrough Opens on YouTube ↗
From system and data, through models and optimization algorithms, to decision making
Decision-making steps for developing optimization

Built on proven technologies

Leveraging state-of-the-art solvers and cloud infrastructure to deploy reliable, scalable decision systems.

Cloud-native platforms

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production-oriented architecture

production-oriented architecture

combines academic and industry expertise with optimization and artificial intelligence to empower planners and schedulers in solving complex operational challenges and making operations more efficient.

How to get in touch

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